!39729 classify Tensor

Merge pull request !39729 from luojianing/code_docs_master
2022-08-04 11:00:31 +00:00 · 2022-08-04 11:00:31 +00:00 · 74d8633565
parent aa487a9a46 f11fe8460e
commit 74d8633565
2 changed files with 319 additions and 104 deletions
--- a/docs/api/api_python/mindspore/mindspore.Tensor.rst
+++ b/docs/api/api_python/mindspore/mindspore.Tensor.rst
@ -15,6 +15,35 @@ mindspore.Tensor
    输出：
        Tensor。

+
+神经网络层方法
+----------------
+
+神经网络
+^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.flatten
+
+激活函数
+^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.hardshrink
+    mindspore.Tensor.soft_shrink
+
+数学运算方法
+----------------
+
+逐元素运算
+^^^^^^^^^^^^^
+
 .. mscnplatformautosummary::
    :toctree: Tensor
    :nosignatures:
@ -22,84 +51,133 @@ mindspore.Tensor
    mindspore.Tensor.abs
    mindspore.Tensor.addcdiv
    mindspore.Tensor.addcmul
-    mindspore.Tensor.all
-    mindspore.Tensor.any
-    mindspore.Tensor.approximate_equal
-    mindspore.Tensor.argmax
-    mindspore.Tensor.argmin
-    mindspore.Tensor.argmin_with_value
-    mindspore.Tensor.asnumpy
-    mindspore.Tensor.assign_value
-    mindspore.Tensor.astype
    mindspore.Tensor.atan2
    mindspore.Tensor.bernoulli
    mindspore.Tensor.bitwise_and
    mindspore.Tensor.bitwise_or
    mindspore.Tensor.bitwise_xor
-    mindspore.Tensor.broadcast_to
    mindspore.Tensor.ceil
+    mindspore.Tensor.cosh
+    mindspore.Tensor.erf
+    mindspore.Tensor.erfc
+    mindspore.Tensor.inv
+    mindspore.Tensor.invert
+    mindspore.Tensor.lerp
+    mindspore.Tensor.log1p
+    mindspore.Tensor.logit
+    mindspore.Tensor.pow
+    mindspore.Tensor.round
+    mindspore.Tensor.std
+    mindspore.Tensor.svd
+    mindspore.Tensor.tan
+    mindspore.Tensor.var
+    mindspore.Tensor.xdivy
+    mindspore.Tensor.xlogy
+
+Reduction方法
+^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.argmax
+    mindspore.Tensor.argmin
+    mindspore.Tensor.argmin_with_value
+    mindspore.Tensor.max
+    mindspore.Tensor.mean
+    mindspore.Tensor.min
+    mindspore.Tensor.norm
+    mindspore.Tensor.prod
+    mindspore.Tensor.renorm
+
+比较方法
+^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.all
+    mindspore.Tensor.any
+    mindspore.Tensor.approximate_equal
+    mindspore.Tensor.has_init
+    mindspore.Tensor.isclose
+    mindspore.Tensor.top_k
+
+线性代数方法
+^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.ger
+    mindspore.Tensor.log_matrix_determinant
+    mindspore.Tensor.matrix_determinant
+
+Tensor操作方法
+----------------
+
+Tensor创建
+^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
    mindspore.Tensor.choose
-    mindspore.Tensor.clip
+    mindspore.Tensor.fill
+    mindspore.Tensor.fills
+    mindspore.Tensor.view
+
+随机生成方法
+^^^^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.random_categorical
+
+Array操作
+^^^^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.broadcast_to
    mindspore.Tensor.col2im
    mindspore.Tensor.copy
-    mindspore.Tensor.cosh
    mindspore.Tensor.cummax
    mindspore.Tensor.cummin
    mindspore.Tensor.cumsum
    mindspore.Tensor.diag
    mindspore.Tensor.diagonal
    mindspore.Tensor.dtype
-    mindspore.Tensor.erf
-    mindspore.Tensor.erfc
    mindspore.Tensor.expand_as
    mindspore.Tensor.expand_dims
-    mindspore.Tensor.fill
-    mindspore.Tensor.fills
-    mindspore.Tensor.flatten
-    mindspore.Tensor.flush_from_cache
-    mindspore.Tensor.from_numpy
    mindspore.Tensor.gather
    mindspore.Tensor.gather_elements
    mindspore.Tensor.gather_nd
-    mindspore.Tensor.ger
-    mindspore.Tensor.hardshrink
-    mindspore.Tensor.has_init
    mindspore.Tensor.index_fill
    mindspore.Tensor.init_data
    mindspore.Tensor.inplace_update
-    mindspore.Tensor.inv
-    mindspore.Tensor.invert
-    mindspore.Tensor.isclose
-    mindspore.Tensor.isfinite
    mindspore.Tensor.item
    mindspore.Tensor.itemset
    mindspore.Tensor.itemsize
-    mindspore.Tensor.lerp
-    mindspore.Tensor.log1p
-    mindspore.Tensor.log_matrix_determinant
-    mindspore.Tensor.logit
    mindspore.Tensor.masked_fill
    mindspore.Tensor.masked_select
-    mindspore.Tensor.matrix_determinant
-    mindspore.Tensor.max
-    mindspore.Tensor.mean
-    mindspore.Tensor.median
-    mindspore.Tensor.min
-    mindspore.Tensor.narrow
    mindspore.Tensor.nbytes
    mindspore.Tensor.ndim
    mindspore.Tensor.nonzero
-    mindspore.Tensor.norm
-    mindspore.Tensor.pow
-    mindspore.Tensor.prod
+    mindspore.Tensor.narrow
    mindspore.Tensor.ptp
-    mindspore.Tensor.random_categorical
    mindspore.Tensor.ravel
-    mindspore.Tensor.renorm
    mindspore.Tensor.repeat
    mindspore.Tensor.reshape
    mindspore.Tensor.resize
-    mindspore.Tensor.round
    mindspore.Tensor.scatter_add
    mindspore.Tensor.scatter_div
    mindspore.Tensor.scatter_max
@ -110,20 +188,13 @@ mindspore.Tensor
    mindspore.Tensor.select
    mindspore.Tensor.shape
    mindspore.Tensor.size
-    mindspore.Tensor.soft_shrink
    mindspore.Tensor.split
    mindspore.Tensor.squeeze
-    mindspore.Tensor.std
    mindspore.Tensor.strides
    mindspore.Tensor.sum
-    mindspore.Tensor.svd
    mindspore.Tensor.swapaxes
    mindspore.Tensor.T
    mindspore.Tensor.take
-    mindspore.Tensor.tan
-    mindspore.Tensor.top_k
-    mindspore.Tensor.to_coo
-    mindspore.Tensor.to_csr
    mindspore.Tensor.to_tensor
    mindspore.Tensor.trace
    mindspore.Tensor.transpose
@ -132,7 +203,43 @@ mindspore.Tensor
    mindspore.Tensor.unsorted_segment_max
    mindspore.Tensor.unsorted_segment_min
    mindspore.Tensor.unsorted_segment_prod
-    mindspore.Tensor.var
-    mindspore.Tensor.view
-    mindspore.Tensor.xdivy
-    mindspore.Tensor.xlogy
+
+类型转换
+^^^^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.asnumpy
+    mindspore.Tensor.astype
+    mindspore.Tensor.from_numpy
+    mindspore.Tensor.to_coo
+    mindspore.Tensor.to_csr
+
+梯度剪裁
+^^^^^^^^^^^^^^^^
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.clip
+
+Parameter操作方法
+--------------------
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.assign_value
+
+其他方法
+--------------------
+
+.. mscnplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.flush_from_cache
--- a/docs/api/api_python_en/Tensor_list.rst
+++ b/docs/api/api_python_en/Tensor_list.rst
@ -15,6 +15,34 @@

 .. autoclass:: {{ name }}

+Neural Network Layer Methods
+----------------------------
+
+Neural Network
+^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.flatten
+
+Activation Function
+^^^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.hardshrink
+    mindspore.Tensor.soft_shrink
+
+Mathematical Methods
+--------------------
+
+Element-wise Methods
+^^^^^^^^^^^^^^^^^^^^
+
 .. msplatformautosummary::
    :toctree: Tensor
    :nosignatures:
@ -22,82 +50,133 @@
    mindspore.Tensor.abs
    mindspore.Tensor.addcdiv
    mindspore.Tensor.addcmul
-    mindspore.Tensor.all
-    mindspore.Tensor.any
-    mindspore.Tensor.approximate_equal
-    mindspore.Tensor.argmax
-    mindspore.Tensor.argmin
-    mindspore.Tensor.argmin_with_value
-    mindspore.Tensor.asnumpy
-    mindspore.Tensor.assign_value
-    mindspore.Tensor.astype
    mindspore.Tensor.atan2
    mindspore.Tensor.bernoulli
    mindspore.Tensor.bitwise_and
    mindspore.Tensor.bitwise_or
    mindspore.Tensor.bitwise_xor
-    mindspore.Tensor.broadcast_to
    mindspore.Tensor.ceil
+    mindspore.Tensor.cosh
+    mindspore.Tensor.erf
+    mindspore.Tensor.erfc
+    mindspore.Tensor.inv
+    mindspore.Tensor.invert
+    mindspore.Tensor.lerp
+    mindspore.Tensor.log1p
+    mindspore.Tensor.logit
+    mindspore.Tensor.pow
+    mindspore.Tensor.round
+    mindspore.Tensor.std
+    mindspore.Tensor.svd
+    mindspore.Tensor.tan
+    mindspore.Tensor.var
+    mindspore.Tensor.xdivy
+    mindspore.Tensor.xlogy
+
+Reduction Methods
+^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.argmax
+    mindspore.Tensor.argmin
+    mindspore.Tensor.argmin_with_value
+    mindspore.Tensor.max
+    mindspore.Tensor.mean
+    mindspore.Tensor.min
+    mindspore.Tensor.norm
+    mindspore.Tensor.prod
+    mindspore.Tensor.renorm
+
+Comparison Methods
+^^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.all
+    mindspore.Tensor.any
+    mindspore.Tensor.approximate_equal
+    mindspore.Tensor.has_init
+    mindspore.Tensor.isclose
+    mindspore.Tensor.top_k
+
+Linear Algebraic Methods
+^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.ger
+    mindspore.Tensor.log_matrix_determinant
+    mindspore.Tensor.matrix_determinant
+
+Tensor Operation Methods
+------------------------
+
+Tensor Construction
+^^^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
    mindspore.Tensor.choose
-    mindspore.Tensor.clip
+    mindspore.Tensor.fill
+    mindspore.Tensor.fills
+    mindspore.Tensor.view
+
+Random Generation Methods
+^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.random_categorical
+
+Array Methods
+^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.broadcast_to
    mindspore.Tensor.col2im
    mindspore.Tensor.copy
-    mindspore.Tensor.cosh
    mindspore.Tensor.cummax
    mindspore.Tensor.cummin
    mindspore.Tensor.cumsum
    mindspore.Tensor.diag
    mindspore.Tensor.diagonal
    mindspore.Tensor.dtype
-    mindspore.Tensor.erf
-    mindspore.Tensor.erfc
    mindspore.Tensor.expand_as
    mindspore.Tensor.expand_dims
-    mindspore.Tensor.fill
-    mindspore.Tensor.fills
-    mindspore.Tensor.flatten
-    mindspore.Tensor.flush_from_cache
-    mindspore.Tensor.from_numpy
    mindspore.Tensor.gather
    mindspore.Tensor.gather_elements
    mindspore.Tensor.gather_nd
-    mindspore.Tensor.ger
-    mindspore.Tensor.hardshrink
-    mindspore.Tensor.has_init
    mindspore.Tensor.index_fill
    mindspore.Tensor.init_data
    mindspore.Tensor.inplace_update
-    mindspore.Tensor.inv
-    mindspore.Tensor.invert
-    mindspore.Tensor.isclose
    mindspore.Tensor.item
    mindspore.Tensor.itemset
    mindspore.Tensor.itemsize
-    mindspore.Tensor.lerp
-    mindspore.Tensor.log1p
-    mindspore.Tensor.log_matrix_determinant
-    mindspore.Tensor.logit
    mindspore.Tensor.masked_fill
    mindspore.Tensor.masked_select
-    mindspore.Tensor.matrix_determinant
-    mindspore.Tensor.max
-    mindspore.Tensor.mean
-    mindspore.Tensor.min
-    mindspore.Tensor.narrow
    mindspore.Tensor.nbytes
    mindspore.Tensor.ndim
    mindspore.Tensor.nonzero
-    mindspore.Tensor.norm
-    mindspore.Tensor.pow
-    mindspore.Tensor.prod
+    mindspore.Tensor.narrow
    mindspore.Tensor.ptp
-    mindspore.Tensor.random_categorical
    mindspore.Tensor.ravel
-    mindspore.Tensor.renorm
    mindspore.Tensor.repeat
    mindspore.Tensor.reshape
    mindspore.Tensor.resize
-    mindspore.Tensor.round
    mindspore.Tensor.scatter_add
    mindspore.Tensor.scatter_div
    mindspore.Tensor.scatter_max
@ -108,20 +187,13 @@
    mindspore.Tensor.select
    mindspore.Tensor.shape
    mindspore.Tensor.size
-    mindspore.Tensor.soft_shrink
    mindspore.Tensor.split
    mindspore.Tensor.squeeze
-    mindspore.Tensor.std
    mindspore.Tensor.strides
    mindspore.Tensor.sum
-    mindspore.Tensor.svd
    mindspore.Tensor.swapaxes
    mindspore.Tensor.T
    mindspore.Tensor.take
-    mindspore.Tensor.tan
-    mindspore.Tensor.top_k
-    mindspore.Tensor.to_coo
-    mindspore.Tensor.to_csr
    mindspore.Tensor.to_tensor
    mindspore.Tensor.trace
    mindspore.Tensor.transpose
@ -130,10 +202,46 @@
    mindspore.Tensor.unsorted_segment_max
    mindspore.Tensor.unsorted_segment_min
    mindspore.Tensor.unsorted_segment_prod
-    mindspore.Tensor.var
-    mindspore.Tensor.view
-    mindspore.Tensor.xdivy
-    mindspore.Tensor.xlogy
+
+Type Conversion
+^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.asnumpy
+    mindspore.Tensor.astype
+    mindspore.Tensor.from_numpy
+    mindspore.Tensor.to_coo
+    mindspore.Tensor.to_csr
+
+Gradient Clipping
+^^^^^^^^^^^^^^^^^
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.clip
+
+Parameter Operation Methods
+--------------------
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.assign_value
+
+Other Methods
+--------------------
+
+.. msplatformautosummary::
+    :toctree: Tensor
+    :nosignatures:
+
+    mindspore.Tensor.flush_from_cache

 {% elif objname[0].istitle() %}
 {{ fullname | underline }}